This reflects an analysis of the DAP Cancer Events dataset. This dataset contains 938 rows (one row per hospital), and 12 attributes for each hospital.
We’ve conducted the following analysis for each attribute
- defined descriptive statistics
- histogram
- scatterplot of data by hospital
- scatterplot of data by state
- map data
In addition, we’ve run a correlation analysis and then a linear regression model for all correlations greater than |0.5|
[1] "Mean: 145.265458422175"
[1] "Median: 125"
[1] "Standard Deviation: 69.6487827302734"
[1] "Skewness: 2.66519410583897"
[1] "Kurtosis: 14.3827129459792"
[1] "Mean: 30.4624060150376"
[1] "Median: 29.9"
[1] "Standard Deviation: 8.34713937287759"
[1] "Skewness: 0.402845575498664"
[1] "Kurtosis: 3.10253344355045"
[1] "Mean: 64.3534115138593"
[1] "Median: 64.2"
[1] "Standard Deviation: 5.77795963912996"
[1] "Skewness: 0.0179014763249724"
[1] "Kurtosis: 3.3297094632259"
[1] "Mean: 5.74456289978678"
[1] "Median: 5.7"
[1] "Standard Deviation: 0.976914572494382"
[1] "Skewness: 0.295076647718844"
[1] "Kurtosis: 3.21604510459635"
[1] "Mean: 25.6288209606987"
[1] "Median: 24.4"
[1] "Standard Deviation: 9.36851949431984"
[1] "Skewness: 0.688880827493528"
[1] "Kurtosis: 3.28072116787985"
[1] "Mean: 1.28296943231441"
[1] "Median: 1.2"
[1] "Standard Deviation: 0.768060735263603"
[1] "Skewness: 1.20461150307298"
[1] "Kurtosis: 5.19943195537825"
[1] "Mean: 11.7425454545455"
[1] "Median: 11.05"
[1] "Standard Deviation: 3.69081576530349"
[1] "Skewness: 0.951478671995582"
[1] "Kurtosis: 4.34101308834186"
[1] "Mean: 9.26740506329114"
[1] "Median: 8.7"
[1] "Standard Deviation: 3.42036583588304"
[1] "Skewness: 1.24624891446332"
[1] "Kurtosis: 5.42097748862664"
[1] "Mean: 55.3044823906083"
[1] "Median: 55.6"
[1] "Standard Deviation: 11.8151910932693"
[1] "Skewness: -0.256722433992258"
[1] "Kurtosis: 3.06274209474661"
[1] "Mean: 8.5769477054429"
[1] "Median: 8.6"
[1] "Standard Deviation: 2.10675604079465"
[1] "Skewness: -0.00447642610845523"
[1] "Kurtosis: 2.94785597006637"
[1] "Mean: 11.4885480572597"
[1] "Median: 11.2"
[1] "Standard Deviation: 3.79923845613285"
[1] "Skewness: 0.718609957588257"
[1] "Kurtosis: 4.01274240765306"
[1] "Mean: 52.5716417910448"
[1] "Median: 52.9"
[1] "Standard Deviation: 12.6358211514082"
[1] "Skewness: -0.171086564547256"
[1] "Kurtosis: 2.62866589106455"
[1] "Adjusted r squared= 0.671665988785723"
[1] "Adjusted r squared= 0.46276897726445"
[1] "Adjusted r squared= 0.372540202579385"
[1] "Adjusted r squared= 0.3401133870442"
[1] "Adjusted r squared= 0.832034215365293"
[1] "Adjusted r squared= 0.680732429100812"
[1] "Adjusted r squared= 0.273557274772961"
[1] "Adjusted r squared= 0.768643570928753"
[1] "Adjusted r squared= 0.310262953108519"
[1] "Adjusted r squared= 0.439734378478089"
[1] "Adjusted r squared= 0.518439483147694"